Crime Analysis in Chicago City

Sai Sanwariya Narayan

Importing Packages

Uploading Crime Data

Data Merging

Removing rows with null values

Map-Reduce for data analysis

Visualization - Primary type and count

Horizontal Graph

Pie Graph

Categorising the Crime according to Primary Type, Description and Location Description

Interactive Tree Map for Categorized Crime

Key-Value pairing for Data and Time

Graphs to show the crime counts by hour

Interactive time-series graphs

MapReduce to count arrests for each type of crime

Map Reduce for crime type in Community Area - Chicago city has 77 Communities

Heat Map according to Community Areas, Type of crime and count

Machine Learning and Prediction Module for the Crime in Chicago

DBSCAN Clustering of Crime Data in Chicago